352 citations · 1.2k across the 29 of their papers we have counts for
4 papers · 1 filter
Deep Learning Coherent Diffractive Imaging
Dillan J. Chang, Colum M. O'Leary, Cong Su +5
We report the development of deep learning coherent electron diffractive imaging at sub-angstrom resolution using convolutional neural networks (CNNs) trained with only simulated d…
One Dimensional Wormhole Corrosion in Metals
Yang Yang, Weiyue Zhou, Sheng Yin +16
Corrosion is a ubiquitous failure mode of materials in extreme environments. The more localized it is, the more difficult it is to detect and more deleterious its effects. Often, t…
Atomic-scale identification of the active sites of nanocatalysts
Yao Yang, Jihan Zhou, Zipeng Zhao +15
Alloy nanocatalysts have found broad applications ranging from fuel cells to catalytic converters and hydrogenation reactions. Despite extensive studies, identifying the active sit…
Disentangling multiple scattering with deep learning: application to strain mapping from electron diffraction patterns
Joydeep Munshi, Alexander Rakowski, Benjamin H Savitzky +7
Implementation of a fast, robust, and fully-automated pipeline for crystal structure determination and underlying strain mapping for crystalline materials is important for many tec…